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Assistant Professor
Nanjing University
School of Electronic Science and Technology
Computational Imaging Technology & Engineering Lab
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Email: zhuhao_photo@nju.edu.cn |
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I am now an Assistant Professor in the Computational Imaging Technology & Engineering Lab in Nanjing Univeristy. My research focuses on Computational Imaging and its related techniques, such as the implicit neural representation (also known as the neural fields/coordinate networks/physics-informed neural networks), inverse problem optimization and 3D vision.
I'm currently working with Prof. Xun Cao. For students who are interested and have passion in our research area, welcome to join us!
现有少量博士、硕士名额，欢迎垂询
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| Assistant Professor. 2025.3-, Computational Imaging Technology & Engineering Lab, School of Electrical Science and Technology, Nanjing, China |
| Associate Researcher. 2021.3-2025.2, Computational Imaging Technology & Engineering Lab, School of Electrical Science and Technology, Nanjing, China |
| Senior Engineer. 2020.1-2021.1, 2012 Lab, Huawei, Beijing, China |
| Ph.D. 2014.9 - 2020.4,
School of Computer Science, Computer Vision and Computational Photography Lab, Northwestern Polytechnical University, Xi'an, China. Supervisor: Qing Wang. |
| Visiting Student Researcher. 2017.12 - 2018.12,
Computer Vision Lab, College of Engineering & Computer Science, Australian National University, Canberra, Australia, Supervisor: Hongdong Li. |
| B. Eng. 2010.9 - 2014.6, School of Computer Science, Northwestern Polytechnical University, Xi'an,
China |
| 青年人才托举工程. 2025.1-2027.12, 中国科协, 主持 |
| 面上项目. 视觉感知中的隐式神经表示架构研究. 2025.1-2028.12, 国家自然科学基金委, 主持 |
| 青年项目. 非结构化视点输入的光场重建技术研究. 2021.1-2024.12, 国家自然科学基金委, 主持 |
| 腾讯犀牛鸟项目. 基于隐式神经表示的高效高保真动态人体重建方法研究. 2024.7-2025.6, 犀牛鸟基金会, 主持 |
| 国家重点研发计划. 沉浸式文旅体验技术集成与场景创新. 2022.11-2025.10, 科技部, 参与 |
| 重点项目. 多视光场计算理论与关键技术. 2016.1-2020.12, 国家自然科学基金委, 参与 |
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Wenhao Zhang, Hao Zhu, Delong Wu, Di Kang, Linchao Bao, Xun Cao, Zhan Ma. WIPES: Wavelet-based Visual Primitives, IEEE International Conference on Computer Vision (ICCV), 2025. |
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Chengyang Yan, Zhicheng Cai, Hao Zhu. INRAM: Implicit Neural Representation with Attention Mechanism, Sensing and Imaging, 2025. |
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Ruiqi Zhang, Hao Zhu, Jingyi Zhao, Qi Zhang, Xun Cao, Zhan Ma. Mitigating Ambiguities in 3D Classification with Gaussian Splatting, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025. |
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You Wang, Li Fang, Hao Zhu, Fei Hu, Long Ye, Zhan Ma. GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025. |
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Li Fang, Hao Zhu, Longlong Chen, Fei Hu, Long Ye, Zhan Ma. Depth-Guided Bundle Sampling for Efficient Generalizable Neural Radiance Field Reconstruction, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025. |
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Boyan Fu, Xuxi Zhou, Tianyue Li, Hao Zhu, Zhen Liu, Shiyu Zheng, Yifan Zhou, Yiwan Yu, Xun Cao, Shuming Wang, Zhenlin Wang, Shining Zhu. Miniaturized high-efficiency snapshot polarimetric stereoscopic imaging, Optica. 2025 |
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Hao Zhu, Fengyi Liu, Qi Zhang, Zhan Ma, Xun Cao. RHINO: Regularizing the Hash-based Implicit Neural Representation, Science China: Information Science. 2025 Code |
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Chengkang Shen, Hao Zhu, You Zhou, Yu Liu, Si Yi, Lili Dong, Weipeng Zhao, David Brady, Xun Cao, Zhan Ma, Yi Lin, Computational Echocardiography for Automated Heart Function Estimation Using 2DE Probes, European Heart Journal – Digital Health. 2024. Project, Code |
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Hao Zhu, Zhen Liu, Qi Zhang, Jingde Fu, Weibing Deng, Zhan Ma, Yanwen Guo, Xun Cao. FINER++: Building a Family of Variable-periodic Functions for Activating Implicit Neural Representation, arXiv:2407.19434. Project |
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Zhicheng Cai, Hao Zhu, Qiu Shen, Xinran Wang, Xun Cao. Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks, arXiv:2407.17834. Code |
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Delong Wu, Hao Zhu, Qi Zhang, You Li, Zhan Ma, Xun Cao. Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending, European Conference on Computer Vision (ECCV), 2024. |
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Chengkang Shen, Hao Zhu, You Zhou, Yu Liu, Si Yi, Lili Dong, Weipeng Zhao, David J. Brady, Xun Cao, Zhan Ma, Yi Lin. Continuous 3D Myocardial Motion Tracking via Echocardiography, IEEE Transactions on Medical Imaging (T-MI), 2024. Early Access Project, Code |
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Zhicheng Cai, Hao Zhu, Qiu Shen, Xinran Wang, Xun Cao. Batch Normalization Allevilates the Spectral bias in Coordinate Networks, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. |
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Zhen Liu, Hao Zhu, Qi Zhang, Jingde Fu, Weibing Deng, Zhan Ma, Yanwen Guo, Xun Cao. FINER: Flexible spectral-bias tuning in Implicit NEural Representation by Variable-periodic Activation Functions, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. |
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Hao Zhu, Shaowen Xie, Zhen Liu, Fengyi Liu, Qi Zhang, You Zhou, Yi Lin, Zhan Ma, Xun Cao. Disorder-invariant Implicit Neural Representation, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024. Early access. |
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Yaning Li, Xue Wang, Guoqing Zhou, Hao Zhu, Qing Wang. Sheared Epipolar Focus Spectrum for Dense Light Field Reconstruction, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2023. Early access. |
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Junyu Zhu, Hao Zhu, Qi Zhang, Fang Zhu, Zhan Ma, Xun Cao, Pyramid NeRF: Frequency Guided Fast Radiance Field Optimization, IJCV, 2023. Project, Code |
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Yaning Li, Xue Wang, Hao Zhu, Guoqing Zhou, Qing Wang, Dense light field reconstruction based on epipolar focus spectrum, Pattern Recognition, 2023. Early access. |
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Shaowen Xie, Hao Zhu, Zhen Liu, Qi Zhang, You Zhou, Xun Cao, Zhan Ma, DINER: Disorder-Invariant Implicit Neural Representation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. Highlight paper (2.5% of submission) Project, Code |
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Zhengxi Song, Xue Wang, Hao Zhu, Guoqing Zhou, Qing Wang, Learning Reliable Gradients From Undersampled Circular Light Field for 3D Reconstruction, IEEE Transactions on Visualization and Computer Graphics (T-VCG), 2022. Early access. |
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Hao Zhu, Zhen Liu, You Zhou, Zhan Ma, Xun Cao, DNF: Diffractive Neural Field for Lensless Microscopic Imaging, Optics Express, 2022. Paper, Code |
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Yaning Li, Xue Wang, Hao Zhu, Guoqing Zhou, Qing Wang, Deep Anti-Aliasing of Whole Focal Stack Using Slice Spectrum, IEEE Transactions on Computational Imaging (T-CI), 2021. |
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Hao Zhu, Mantang Guo, Hongdong Li, Qing Wang, Antonio Robles-Kelly, Revisiting Spatio-Angular Trade-off in Light Field Camera and Extend Applications in Super-Resolution, IEEE Transactions on Visualization and Computer Graphics (T-VCG), 2021. |
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Zhengxi Song, Hao Zhu, Qi Wu, Xue Wang, Hongdong Li, Qing Wang, Accurate 3D Reconstruction from Circular Light Field Using CNN-LSTM, International Conference on Multimedia and Expo (ICME), 2020. |
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Hao Zhu, Xiaoming Sun, Qi Zhang, Qing Wang, Antonio Robles-Kelly, Hongdong Li, Shaodi You, Full View optical Flow Estimation Leveraged from Light Field Superpixel, IEEE Transactions on Computational Imaging (T-CI), 2020. |
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Hao Zhu, Qi Zhang, Qing Wang, Hongdong Li, 4D Light Field Superpixel and Segmentation, IEEE Transactions on Image Processing (T-IP), 2020. |
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Mantang Guo, Hao Zhu, Guoqing Zhou, Qing Wang, Dense Light Field Reconstruction from Sparse Sampling Using Residual Network, Asian Conference on Computer Vision (ACCV), 2018. |
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Hao Zhu, Qi Zhang, Qing Wang, 4D Light Field Superpixel and Segmentation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. |
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Hao Zhu, Qing Wang, Jingyi Yu, Occlusion-model Guided Anti-occlusion Depth Estimation in Light Field, IEEE Journal of Selected Topics in Signal Processing (J-STSP), 2017. |
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Hao Zhu, Qing Wang, Jingyi Yu, Light Field Imaging: Models, Calibrations, Reconstructions, and Applications., Frontiers of Information Technology & Electronic Engineering (FITEE), 2017. |
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Hao Zhu, Qing Wang, An Efficient Anti-occlusion Depth Estimation Using Generalized EPI Representation in Light Field, SPIE Photonics Asia, 2016. |
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Hao Zhu, Qing Wang, Accurate Disparity Estimation in Light Field using Ground Control Points, Computational Visual Media, 2016. |
Reviewer: (since 2017)
IEEE T-PAMI, IEEE T-IP, IEEE SPL, Applied Optics
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Doctor of Innovation and Entrepreneurship, Jiangsu Province, China, 2022
Outstanding Ph.D student of Northwestern Polytechnical University, 2020
National Scholarship, Northwestern Polytechnical University, 2018
Outstanding undergraduate student of Northwestern Polytechnical University, 2014
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| Publication Related Codes |
| Coming soon ...... |
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